pbashivan / EEGLearnLinks
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
☆741Updated 5 years ago
Alternatives and similar repositories for EEGLearn
Users that are interested in EEGLearn are comparing it to the libraries listed below
Sorting:
- Outdated, see new https://github.com/braindecode/braindecode☆330Updated 5 years ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆215Updated 7 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,324Updated 3 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆323Updated 6 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆276Updated 2 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆443Updated 11 months ago
- A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse☆250Updated 8 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆156Updated 5 years ago
- A tensorflow implementation for EEGLearn☆78Updated 5 years ago
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆395Updated last year
- Python + EEG/MEG = PyEEG☆259Updated last year
- Mother of All BCI Benchmarks☆803Updated last week
- Deep learning software to decode EEG, ECG or MEG signals☆974Updated 2 months ago
- ☆130Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆225Updated last year
- EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD☆670Updated 2 weeks ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆137Updated 6 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆160Updated 5 years ago
- ☆74Updated 2 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,053Updated last week
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆34Updated 9 years ago
- ☆68Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆208Updated 2 years ago
- Realtime emotion recognition from EEG data.☆162Updated 6 years ago
- EEG Sleep stage classification using CNN with Keras☆174Updated last year
- EEG Experiments in Python☆506Updated 2 months ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆254Updated 3 years ago
- MATLAB Toolbox for Brain-Computer Interface Research☆215Updated 3 years ago
- For my current research.☆38Updated 7 years ago